{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# numpy数组创建习题"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### [Numpy数组创建: 1. 按要求补全代码，创建一个全0一个全1的数组](https://www.wolai.com/jt9vUU4FMSXHp9h4NdmRm7#9uKxU7GBRL7PWSt6QiQxBp) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "x0 shape:(2, 5)\n",
      "x0 content:\n",
      "[[1 1 1 1 1]\n",
      " [1 1 1 1 1]]\n",
      "x1 shape:(5, 2)\n",
      "x1 content:\n",
      "[[0 0]\n",
      " [0 0]\n",
      " [0 0]\n",
      " [0 0]\n",
      " [0 0]]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# 引入numpy数组\n",
    "# TODO\n",
    "import numpy as np\n",
    "# 构建 2行 5列 整型 numpy 全1数组 x0\n",
    "# TODO\n",
    "x0=np.ones((2,5),dtype=int)\n",
    "# 构建 5行 2列 整型 numpy 全0数组 x1\n",
    "# TODO\n",
    "x1=np.zeros((5,2),dtype=int)\n",
    "# 构建结果多行字符串\n",
    "# 针对x0,x1打印其结构和完整内容\n",
    "# TODO\n",
    "strs=f'''\n",
    "x0 shape:{x0.shape}\n",
    "x0 content:\n",
    "{x0}\n",
    "x1 shape:{x1.shape}\n",
    "x1 content:\n",
    "{x1}\n",
    "'''\n",
    "# 打印字符串内容\n",
    "# TODO\n",
    "print(strs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### [Numpy数组创建: 2. 构建对角线矩阵并绘制出其对应的图像](https://www.wolai.com/jt9vUU4FMSXHp9h4NdmRm7#3oRvXdVsrXPkTGvRAiYcFs) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 引入合适的模块\n",
    "# TODO\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "# 构建一个 100*100 的对角线为1其余为0的numpy数组\n",
    "# TODO\n",
    "x=np.eye(100)\n",
    "# 用plt绘制x对应的图像, 色彩模式为: 灰白，并显示出来\n",
    "# TODO\n",
    "plt.imshow(x,cmap='gray')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### [Numpy数组创建: 3. 绘制等差数列对应图像](https://www.wolai.com/jt9vUU4FMSXHp9h4NdmRm7#q8mJrLJQ8Qs9obuB4EpctU) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[  0   5  10  15  20  25  30  35  40  45  50  55  60  65  70  75  80  85\n",
      "  90  95 100 105 110 115 120 125 130 135 140 145 150 155 160 165 170 175\n",
      " 180 185 190 195 200 205 210 215 220 225 230 235 240 245 250]\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 引入合适的模块\n",
    "# TODO\n",
    "import numpy as np\n",
    "# 生成等差数列numpy数组，0≤范围≤255，步长: 5\n",
    "# 打印数组内容\n",
    "# TODO\n",
    "x=np.arange(0,255,5)\n",
    "print(x)\n",
    "# 用plt绘制x对应的图像\n",
    "# 注意: x 为一维列表无法显示成图像,所以要把x转化为一个二维列表: [x]即可\n",
    "# TODO\n",
    "plt.imshow([x],cmap='gray')\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### [Numpy数组创建: 4. 绘制两种随机量对应的折线图](https://www.wolai.com/jt9vUU4FMSXHp9h4NdmRm7#sbEzwddvqqELZExFom79p2) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 引入合适的模块\n",
    "# TODO\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "# 生成[0,50]范围内100个数字\n",
    "# TODO\n",
    "t=np.arange(0,50,1/2)\n",
    "# 生成100个标准正态分布的随机数数组\n",
    "# TODO\n",
    "x1=np.random.randn(100)\n",
    "# 生成100个[0, 1)区间内的均匀分布的随机数\n",
    "# TODO\n",
    "x2=np.random.rand(100)\n",
    "# 把两个随机数叠加绘制出来\n",
    "# TODO\n",
    "plt.plot(t,x1,\"-\")\n",
    "plt.plot(t,x2,\"-\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### [Numpy数组创建: 5. 绘制随机噪点图](https://www.wolai.com/jt9vUU4FMSXHp9h4NdmRm7#biU9r2mwmG77qYsHs1MUeE) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 引入合适的模块\n",
    "# TODO\n",
    "from numpy.random import randint\n",
    "# 绘制100*100的随机整数numpy数组\n",
    "# 每一个整数的范围是: [0,255]\n",
    "# TODO\n",
    "x=randint(0,256,size=(100,100))\n",
    "# 显示出来\n",
    "# TODO\n",
    "plt.imshow(x,cmap='gray')\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### [Numpy数组创建: 6. 给局部狗图添加噪音](https://www.wolai.com/jt9vUU4FMSXHp9h4NdmRm7#gQZCXSkJ2SkxYtC8zuEeom) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 引入合适的模块\n",
    "# TODO\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt \n",
    "import numpy as np\n",
    "# 用opencv读取 dog.jpg 的灰度图形式\n",
    "# TODO\n",
    "img=cv2.imread(\"dog.jpg\",cv2.IMREAD_GRAYSCALE)\n",
    "# 截取图像的 高[500,1100) 宽[100:600)部分\n",
    "# TODO\n",
    "img = img[500:1100, 100:600]\n",
    "# 获取图像的高度->h, 和宽度->w\n",
    "# TODO\n",
    "h,w=img.shape[:2]\n",
    "# 生成高h宽w的正太分布随机值数组，并把每一个值都放大20倍 -> 生成噪音数组 noise\n",
    "# TODO\n",
    "x=np.random.rand(h,w)\n",
    "noise=x*20\n",
    "# 把原图 + 噪音 生成混合噪音图\n",
    "# TODO\n",
    "noise_image=img+noise\n",
    "# 显示出来\n",
    "# TODO\n",
    "plt.imshow(noise_image,cmap='gray')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
